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Denver H. Dash and Marek J. Druzdzel. Robust independence testing for constraint-based learning of causal
structure. In Proceedings of the Nineteenth Annual Conference on Uncertainty in Artificial Intelligence (UAI–
03), pages 167–174, Morgan Kaufmann Publishers, Inc., San Francisco, CA, 2003.
Changhe Yuan and Marek J. Druzdzel. An importance sampling algorithm based on evidence pre-propagation.
In Proceedings of the Nineteenth Annual Conference on Uncertainty in Artificial Intelligence (UAI–03), pages
624–631, Morgan Kaufmann Publishers, Inc., San Francisco, CA, 2003.
Denver H. Dash and Marek J. Druzdzel. Caveats for causal reasoning with equilibrium models. In Proceedings
of the Sixth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
(ECSQARU–2001), S. Benferhat, P. Besnard (eds.), Springer Lecture Notes in Computer Science; Lecture
Notes in Artificial Intelligence, LNAI 2143, Berlin Heidelberg: Springer-Verlag, pages 192–203, 2001.
Tsai-Ching Lu and Marek J. Druzdzel. Supporting changes in structure in causal model construction. In
Proceedings of the Sixth European Conference on Symbolic and Quantitative Approaches to Reasoning with
Uncertainty (ECSQARU–2001), S. Benferhat, P. Besnard (eds.), Springer Lecture Notes in Computer Science;
Lecture Notes in Artificial Intelligence, LNAI 2143, Berlin Heidelberg: Springer-Verlag, pages 204–215, 2001.
Haiqin Wang, Denver H. Dash and Marek J. Druzdzel. A method for evaluating elicitation schemes for probabilities.
In Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference
(FLAIRS–2001), Ingrid Russell & John Kolen (eds), pages 607–612, Menlo Park, CA: AAAI Press, 2001.
Agnieszka Oniśko, Peter Lucas and Marek J. Druzdzel. Comparison of rule-based and Bayesian network approaches
in medical diagnostic systems. In Proceedings of the Eighth Annual Conference on Artificial Intelligence
in Medicine (AIME–2001), S. Quaglini, P. Barahona, S. Andreassen (eds.) Artificial Intelligence in Medicine,
Lecture Notes in Computer Science Subseries, Springer Verlag, pages 281–292, 2001.
Jian Cheng and Marek J. Druzdzel. Confidence inference in Bayesian networks. In Proceedings of the Seventeenth
Annual Conference on Uncertainty in Artificial Intelligence (UAI–2001), pages 75–82, Morgan Kaufmann
Publishers, Inc., San Francisco, CA, 2001.
Jian Cheng and Marek J. Druzdzel. Computational investigation of low-discrepancy sequences in simulation
algorithms for Bayesian networks. In Proceedings of the Sixteenth Annual Conference on Uncertainty in Artificial
Intelligence (UAI–2000), pages 72–81, Morgan Kaufmann Publishers, Inc., San Francisco, CA, 2000.
Tsai-Ching Lu, Marek J. Druzdzel and Tze-Yun Leong. Causal mechanism-based model construction. In Proceedings
of the Sixteenth Annual Conference on Uncertainty in Artificial Intelligence (UAI–2000), pages 353–362,
Morgan Kaufmann Publishers, Inc., San Francisco, CA, 2000.
Haiqin Wang and Marek J. Druzdzel. User interface tools for navigation in conditional probability tables and
elicitation of probabilities in Bayesian networks. In Proceedings of the Sixteenth Annual Conference on Uncertainty
in Artificial Intelligence (UAI–2000), pages 617–625, Morgan Kaufmann Publishers, Inc., San Francisco,
CA, 2000.
Jian Cheng and Marek J. Druzdzel. Latin hypercube sampling in Bayesian networks. In Proceedings of the Thirteenth
International Florida Artificial Intelligence Research Society Conference (FLAIRS–2000), Jim Etheredge
& Bill Manaris (eds), pages 287–292, Menlo Park, CA: AAAI Press, 2000.
Marek J. Druzdzel. GeNIe: A development environment for graphical decision-analytic models. In Proceedings
of the 1999 Annual Symposium of the American Medical Informatics Association (AMIA–1999), page 1206,
Washington, D.C., November 6–10, 1999.
Marek J. Druzdzel, Agnieszka Oniśko, Daniel Schwartz, John N. Dowling and Hanna Wasyluk. Knowledge
engineering for very large decision-analytic medical models. In Proceedings of the 1999 Annual Symposium of
the American Medical Informatics Association (AMIA–1999), page 1049, Washington, D.C., November 6–10,
1999.
August 2015